On Improving the Performance of Glitch Classification for Gravitational Wave Detection by using Generative Adversarial Networks

no code implementations • 8 Jul 2022 • Jianqi Yan, Alex P. Leung, David C. Y. Hui

We show that the proposed method can provide an alternative to transfer learning for the classification of spectrograms using deep networks, i. e. using a high-resolution GAN for data augmentation instead.

Classification Data Augmentation +2